Head of Applied AI/Computer Vision at Beans.ai
Sandeep Singh is a leader in applied AI and computer vision in Silicon Valley's mapping industry, and he is at the forefront of developing cutting-edge technology to capture, analyze and understand satellite imagery, visual and location data. With a deep expertise in computer vision algorithms, machine learning and image processing and applied ethics, Sandeep is responsible for creating innovative solutions that enable mapping and navigation software to accurately and efficiently identify and interpret features to remove inefficiencies of logistics and mapping solutions. His work includes developing sophisticated image recognition systems, building 3D mapping models, and optimizing visual data processing pipelines for use in logistics, telecommunications and autonomous vehicles and other mapping applications. With a keen eye for detail and a passion for pushing the boundaries of what's possible with AI and computer vision, Sandeep's leadership is driving the future of applied AI forward.
All Sessions by Sandeep Singh
Stable Diffusion: Advancing the Text-to-Image ParadigmGenerative AI | Intermediate
This session will introduce attendees to Stable Diffusion, a new text-to-image generation model that is more stable and efficient than previous models. Stable Diffusion is able to generate high-quality images from text descriptions, and it is well-suited for a variety of applications, such as creative content generation, product design, and marketing. Learning Outcomes: By the end of this session, attendees will be able to: - Understand the basics of Stable Diffusion and how it works. - Know whole landscape of tools and libraries for Stable Diffusion domain. - Generate images from text descriptions using Stable Diffusion. - Apply Stable Diffusion to their own projects and workflows. - Understand the process of fine-tuing open source models to achieve tasks at hand. This session is relevant to practitioners in a variety of industries, including: Creative industries: Stable Diffusion can be used to generate images for marketing materials, product designs, and other creative projects. Technology industries: Stable Diffusion can be used to develop new applications for text-to-image generation, such as chatbots and virtual assistants. Research industries: Stable Diffusion can be used to conduct research on text-to-image generation and its applications.